SOTAVerified

Semantic Segmentation

Papers

Showing 60766100 of 14763 papers

TitleStatusHype
Three-dimensional reconstruction and characterization of bladder deformations0
Sharp Eyes: A Salient Object Detector Working The Same Way as Human Visual CharacteristicsCode0
Reslicing Ultrasound Images for Data Augmentation and Vessel Reconstruction0
Semi-Supervised Semantic Segmentation via Gentle Teaching AssistantCode1
Training Semantic Segmentation on Heterogeneous Datasets0
SegViz: A federated-learning based framework for multi-organ segmentation on heterogeneous data sets with partial annotations0
SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation0
Vision Based Machine Learning Algorithms for Out-of-Distribution Generalisation0
Artificial intelligence as a gateway to scientific discovery: Uncovering features in retinal fundus images0
Multi Kernel Positional Embedding ConvNeXt for Polyp SegmentationCode1
Modeling Uncertain Feature Representation for Domain GeneralizationCode1
TAAL: Test-time Augmentation for Active Learning in Medical Image SegmentationCode0
Linguistic Query-Guided Mask Generation for Referring Image Segmentation0
Post-Train Adaptive U-Net for Image Segmentation0
Hematoxylin and eosin stained oral squamous cell carcinoma histological images datasetCode1
Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological imagesCode0
A Comprehensive Review of Modern Object Segmentation Approaches0
Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic SegmentationCode1
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image SegmentationCode1
Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss0
Self-Supervised Correction Learning for Semi-Supervised Biomedical Image SegmentationCode1
Semantic Segmentation via Pixel-to-Center Similarity Calculation0
ViTs for SITS: Vision Transformers for Satellite Image Time SeriesCode2
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation0
Open-vocabulary Object Segmentation with Diffusion ModelsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310Unverified
2ViT-P (InternImage-H)Validation mIoU63.6Unverified
3ONE-PEACEValidation mIoU63Unverified
4InternImage-HValidation mIoU62.9Unverified
5M3I Pre-training (InternImage-H)Validation mIoU62.9Unverified
6BEiT-3Validation mIoU62.8Unverified
7EVAValidation mIoU62.3Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5Unverified
10FD-SwinV2-GValidation mIoU61.4Unverified